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Found 1,266 Skills
Assess whether your product work is AI-first or AI-shaped. Score 5 competencies and recommend the next capability to build.
Automate ML workflows with Airflow, Kubeflow, MLflow. Use for reproducible pipelines, retraining schedules, MLOps, or encountering task failures, dependency errors, experiment tracking issues.
Observability and monitoring for data pipelines using OpenTelemetry (traces) and Prometheus (metrics). Covers instrumentation, dashboards, and alerting.
Diagnoses marketing needs and sequences appropriate skills for comprehensive campaigns. This skill should be used when unsure which marketing skill to use, planning multi-step marketing campaigns, creating integrated marketing strategies, or when a project spans multiple marketing disciplines.
Collaborative multi-agent planning with iterative deliberation. Use when creating complex plans that benefit from multiple specialist perspectives, cross-review, and consensus-building through discussion rounds.
Load PROACTIVELY when task involves building a complete feature across multiple layers. Use when user says "build a feature", "add user profiles", "create a dashboard", or any request spanning database, API, UI, and tests. Orchestrates multi-agent work sequentially: schema and migrations, API endpoints, UI components, tests, and review. Handles dependency ordering and cross-layer type sharing.
Agent skill for migration-plan - invoke with $agent-migration-plan
Unified team skill for plan-and-execute pipeline. 2-member team (planner + executor) with wave pipeline for concurrent planning and execution. All roles invoke this skill with --role arg. Triggers on "team planex".
Use when coordinating software development projects requiring multiple specialists (architect, developers, mathematician, statistician, notebook-writer) with quality gates for archival setup, requirements, architecture, pre-mortem, code review, testing, and version control integration.
Agentic Workflow Pattern
Orchestrate the full skill development lifecycle from idea to publication. Guides through ideation, requirements definition, skill implementation, and marketplace registration. Use when: "create a new skill end-to-end", "skill development workflow", "build and publish a skill", "スキル開発ワークフロー", "スキルを作って公開", "新しいスキルを開発".
Search conversation history and semantic memory to recall previous discussions, decisions, and context. Use when the user asks to "search memory", "what did we discuss", "remember when", "find previous conversation", "check history", or before starting work to recall prior decisions.